{"id":"W4250868515","doi":"10.32920/ryerson.14638761.v1","title":"Social return on investment at Inspirations Studio","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Victoria Park","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Studio; Pottery; Disadvantaged; Investment (military); Business; Value (mathematics); Poverty; Marketing; Small business; Earnings; Management; Finance; Economics; Economic growth; Art; Visual arts; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738501,0.0003692192,0.0002061988,0.0007321736,0.004519305,0.006963664,0.0008500536,0.00212226,0.1192306],"category_scores_gemma":[0.006211377,0.0001656412,0.0004178924,0.0005357093,0.002273942,0.002342732,0.01123992,0.002442376,0.0164072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00541218,"about_ca_system_score_gemma":0.008345614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007231052,"about_ca_topic_score_gemma":0.0198727,"domain_scores_codex":[0.9968298,0.0008537463,0.00004694288,0.0001812645,0.0009011417,0.00118716],"domain_scores_gemma":[0.9946116,0.0003300428,0.0001359232,0.0002883416,0.0006403406,0.003993705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001224136,0.0003311755,0.006718548,0.0001149492,0.00001572643,0.000829212,0.005632527,0.0002524926,0.0006367919,0.1891524,0.5152811,0.2809126],"study_design_scores_gemma":[0.00001944567,0.0001079494,0.005128704,0.0001220748,0.000003432139,0.0002927576,0.004567392,0.0002800801,0.0002057316,0.01061564,0.9786386,0.00001823624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03865639,0.0006802276,0.001568905,0.02716552,0.001387492,0.000176222,0.0002575604,0.0003186707,0.9297891],"genre_scores_gemma":[0.4140752,0.0006168911,0.001769979,0.004689154,0.0003749785,0.0002135233,0.0004255722,0.0002147242,0.57762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1192306,"threshold_uncertainty_score":0.3988661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660361951399025,"score_gpt":0.2993873267886862,"score_spread":0.1333511316487838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}